US7978670B2 - Method and apparatus to facilitate bandwidth allocation management in integral combination with memory capacity information - Google Patents
Method and apparatus to facilitate bandwidth allocation management in integral combination with memory capacity information Download PDFInfo
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- US7978670B2 US7978670B2 US11/835,221 US83522107A US7978670B2 US 7978670 B2 US7978670 B2 US 7978670B2 US 83522107 A US83522107 A US 83522107A US 7978670 B2 US7978670 B2 US 7978670B2
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- remaining capacity
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/50—Allocation or scheduling criteria for wireless resources
- H04W72/52—Allocation or scheduling criteria for wireless resources based on load
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
Definitions
- This invention relates generally to wireless nodes having outbound payload memory and more particularly to the management of communications in a severely resource-constrained wireless network.
- Wireless communications networks of various kinds are known in the art.
- the network comprises a severely resource-constrained wireless network.
- constraints may comprise hardware resource constraints.
- Such a network can comprise, for example, a plurality of wireless sensor nodes that are low power devices having only a very small portable power source (such as a 1.5 volt battery having no more than, say, 1800 milliamphours of capacity and only a very limited amount of outbound payload memory (such as, for example, no more than a few bytes, such as, for example, 128 bytes of storage capacity).
- a device will typically have a relatively brief operational life before, for example, the onboard power supply becomes depleted. This operational life, however, will be even briefer if such reserves are frequently expended in favor of frequently transmitting data in order to keep space in the outbound payload memory available to receive and store new data.
- such resource constraints comprise a constraint as corresponds to system resources.
- a severely resource-constrained wireless network may also feature severe constraints with respect to available effective bandwidth (be that available carrier frequencies, time slots, spreading codes, or the like).
- Such constraints can be rendered worse when seeking to accommodate a network such as a wireless sensor network that may conceivably feature hundreds or even thousands of sensors that all need access to such resources in order to convey their payloads.
- it can be literally impossible to permit each and every node to transmit when and as they require in order to maintain their own platform resources (such as battery power and buffer memory) at some individually optimum level of usage.
- FIG. 1 comprises a block diagram as configured in accordance with various embodiments of the invention
- FIG. 2 comprises a flow diagram as configured in accordance with various embodiments of the invention.
- FIG. 3 comprises a flow diagram as configured in accordance with various embodiments of the invention.
- FIG. 4 comprises a schematic representation as configured in accordance with various embodiments of the invention.
- FIG. 5 comprises a block diagram as configured in accordance with various embodiments of the invention.
- a method to facilitate managing communications with at least one wireless node having outbound payload memory in a severely resource-constrained wireless network can provide for a coordinator node for that network that provides information regarding remaining capacity of those outbound payload memories and then automatically uses that information in integral combination with a bandwidth allocation management process to control allocation of at least one wireless communication resource by which the wireless nodes can transmit items contained in the outbound payload memory.
- these teachings will accommodate using a threshold maximum value and/or a threshold maximum value as corresponds to remaining capacity for such outbound payload memories.
- a threshold maximum value and/or a threshold maximum value as corresponds to remaining capacity for such outbound payload memories.
- this process will accommodate then determining at least one measure of link quality as corresponds to a communication path between the wireless node and the coordinator of that wireless node.
- this process can provide for allocating substantially only a sufficient quantity of the aforementioned wireless communication resource (or resources) as may be necessary to increase that remaining capacity to more than this predetermined threshold (rather than, for example, allocating a quantity of resources that will more likely, if successful, result in substantially or completing emptying that memory).
- this process can tend instead towards allocating a quantity of resources as will be sufficient to increase the remaining capacity of the wireless node to considerably more than this predetermined minimum threshold.
- this process can optionally provide for determining a measure of confidence in the remaining capacity information itself.
- these teachings can optionally provide for not allocating the aforementioned wireless communication resource to the wireless node in question.
- this process can optionally provide for allocating some relatively minimal quantity of resources (such as, for example, a single time slot where the resources comprise time slots) in order to permit the wireless node the opportunity to update the information regarding the remaining capacity of the outbound payload memory.
- a coordinator node 101 to facilitate the management of communications with one or more wireless nodes (exemplified here by a first wireless node 102 through an Nth wireless node 103 , where “N” will be understood to comprise an integer greater than one) in a severely resource-constrained wireless network 100 .
- such a network 100 can be configured, for example, in a so-called star configuration (where each of the aforementioned wireless nodes 102 , 103 communicate directly via corresponding wireless communication paths 104 with the coordinator node 101 ), though other configurations are possible as well.
- the coordinator node 101 will often also be configured to occasionally transmit 105 aggregated data as has been received from the various wireless nodes 102 , 103 .
- Such a transmission 105 may be offered directly to a final intended recipient or may be provided to yet another coordinator node that serves, in turn, to pass that information to a final intended recipient.
- Such architectural configurations and their corresponding operational options are well known in the art. As the present teachings are not unduly sensitive to the selection of any particular approach in this regard, for the sake of brevity further elaboration in this regard will not be provided here.
- This process 200 can be carried out, for example, by a coordinator node as was briefly described above, though other possibilities exist in this regard as well.
- This process 200 provides for provision 201 of information regarding the remaining capacity of the outbound payload memory of one or more wireless nodes (such as, but not limited to, wireless sensor nodes as are known in the art with which the coordinator node communicates).
- Such information can be provided 201 via various mechanisms.
- this can comprise, at least in part, receiving some or all of this information from at least one of the wireless nodes.
- each wireless node can occasionally provide information regarding the remaining capacity of its own on-board outbound payload memory to the coordinator node via a corresponding transmission.
- transmissions are likely, in many application settings, to only be occasional (as versus constant or frequent), it is possible that such information will comprise recent, though possibly outdated, information regarding the remaining capacity of such outbound payload memories. That is, although the information may have been recently received from a given wireless node (for example, within the last few minutes or, depending upon the application setting, within the last few hours), that information may no longer accurately and exactly reflect the current remaining capacity status of the outbound payload memory.
- This process 200 then provides for automatically using 202 this information regarding the remaining capacity of the outbound payload memory in integral combination with a bandwidth allocation management process to control allocation of at least one wireless communication resource by which the at least one wireless node can transmit items contained in the outbound payload memory.
- FIG. 3 some illustrative examples in this regard will be described. Those skilled in the art will recognize and understand that these examples are intended to serve only in an illustrative capacity and are not intended to comprise an exhaustive listing of all possibilities in this regard.
- the coordinator node can use the remaining capacity information to determine 301 when the remaining capacity is less than a predetermined minimum threshold.
- the particular threshold level used can vary as desired, and may vary, for example, from platform to platform and/or system to system.
- the particular minimum threshold level employed can also vary, if desired, with the operational settings and or requirements as may tend to characterize a given deployment paradigm. For example, in an application setting where a given node is likely to capture and buffer larger quantities of information, or any quantity of information on a relatively frequent basis, it may be expected that the outbound payload memory will tend to fill up more quickly than in another, less demanding application setting. In such a case, it might be desired to select a minimum threshold value that is smaller rather than larger. Examples of such a minimum threshold might include, but are not limited to, 5%, 10%, 15%, 20%, 25%, and so forth.
- this process can simply carry on as may otherwise be desired.
- this process can then provide for automatically and responsively determining at least one measure of link quality for a communication path to the corresponding wireless node and determining 302 whether that level of link quality comprises at least a minimum acceptable level of link quality.
- a measure of link quality can be ascertained and measured. Some examples include, but are not limited to, bit error rate, signal to noise ratio, and so forth.
- this process will accommodate allocating 303 substantially only a sufficient quantity of the aforementioned wireless communication resource as are reasonably necessary to permit increasing the remaining capacity to more than the predetermined minimum threshold. As used herein, however, this will be understood to mean not requiring that the outbound payload memory be effectively or substantially emptied.
- this process can tend instead to allocate 304 a quantity of the at least one wireless communication resource(s) as will be sufficient to increase the remaining capacity of the outbound payload memory to considerably more than the aforementioned predetermined minimum threshold.
- this can include, if desired, effectively or substantially emptying the outbound payload memory.
- the described step can further comprise tending to allocate available communication resources subject to modification as a further function of at least one other resource limitation 305 as pertains to the wireless node itself and/or the severely resource-constrained wireless network. As but one example in this regard, this can comprise modifying the decision to allocate a given number of communication resources to a lesser amount in order to accommodate a dwindling power supply for a given wireless node.
- these teachings will permit a wireless node having a relatively full outbound payload memory to be provided with substantial communication resources to thereby facilitate emptying that memory, while reducing the quantity of communication resources that might otherwise be allocated under such memory conditions when the communication path itself is relatively poor and/or when other applicable resource limitations apply.
- This integrated application and use of such operational parameters and circumstances serves to intelligently balance system resource allocation needs and limitations against local outbound memory status and resource constraints.
- these teachings can then provide for automatically determining 307 a measure of confidence in the information regarding the remaining capacity of the outbound payload memory for the wireless node in question.
- this information though perhaps relatively recent, may nevertheless be outdated.
- this determination 307 can comprise, for example, determining a given amount of time that has passed since the coordinator node last received current information from a given wireless node.
- this might comprise counting a number of resource re-allocation periods (such as, for example, beacon periods or intervals as are known in the art) that have passed since the coordinator node last received such information.
- resource re-allocation periods such as, for example, beacon periods or intervals as are known in the art
- This process then provides for determining 308 whether this measure of confidence is acceptable.
- this process can lead to no communication resources being currently allocated 309 to the corresponding wireless node.
- this process is able to essentially rely upon the relative reliability of its information regarding the state of the wireless node's outbound payload memory and the relatively large amount of remaining capacity that this memory likely enjoys to avoid presently allocating communication resources to this wireless node. This, in turn, reduces transmission requirements for the wireless node, hence conserving the operational resources of that wireless node while also freeing up that corresponding communication resource in favor of other wireless nodes having a genuine present need for such resources.
- this process can provide instead for allocating 310 a substantially minimal quantity of the aforementioned communication resource to the wireless node to thereby permit this wireless node to update their information regarding the remaining capacity of the outbound payload memory.
- the communication resource comprises, for example, time slots during which the wireless node can transmit its information
- such an approach might provide for allocating a single such time slot that the wireless node can employ to update its memory state information.
- minimal can refer to that quantity of allocatable communication resources as is minimally required to permit the wireless node to provide an update regarding the remaining capacity of its outbound payload memory.
- substantially minimal would be understood to refer to a quantity of allocatable communication resources as is approximately minimally required to permit the wireless node to provide such an update, and hence would include both the “minimal” quantity noted above as well as some slightly larger quantity (for example, when ten slots are available, and only one comprises the minimal quantity required for this purpose, a substantially minimal quantity might comprise two, but not five, of these time slots). It would also be possible, if desired, to provide somewhat more than this bare minimum quantity of communication resources to address some additional need or opportunity as may be occasionally or constantly present in a given application setting.
- FIG. 4 This schematic depiction of an outbound payload memory 400 portrays that memory 400 as having a maximum buffer size BF 401 .
- This example further makes use of a minimum value MIN 402 and a maximum value MAX 403 as are described in further detail below.
- MIN 402 and MAX 403 are described in further detail below.
- any given wireless node N i is BF i .
- R i may comprise a time varying function as will be well understood by those skilled in the art.
- Such variability can be owing to one or more of the following:
- MAX i ⁇ *BF i where ⁇ is an application dependent time varying parameter and 0.5 ⁇ 1.
- MAX i can be presumed to basically comprise a function of corresponding data traffic statistics and is being used to evaluate the state of the node's outbound payload memory.
- node N i when M i >MAX, then node N i can allocate an appropriate number of communication resources comprising, in this example, time slots in order to relieve the apparent operational pressures on its output payload memory.
- the coordinator node can allocate to N i only a number of time slots that is sufficient to reduce the number of bytes in N i 's outbound payload memory to something somewhat less than MAX i , as packets transmitted via this communication channel have a higher probability of being corrupted during transit.
- the coordinator when the channel quality between node N i and the coordinator node is good, the coordinator can allocate to node Ni as many time slots as may be reasonably available (subject to other constraints such as, for example, remaining battery life at node Ni).
- TS i ⁇ min ⁇ ( max ⁇ ( M i - MAX i R r , TS ⁇ ( LQI i , LR i ) ) , M i R r ) ⁇ if ⁇ ⁇ M i > Max i TS ⁇ ( LQ i , LR i ) ⁇ if ⁇ ⁇ MIN i ⁇ M i ⁇ MAX i 0 ⁇ if ⁇ ⁇ M i ⁇ MIN i ⁇ ⁇ and ⁇ ⁇ the ⁇ ⁇ node had ⁇ ⁇ been ⁇ ⁇ allocated ⁇ ⁇ a ⁇ ⁇ time ⁇ ⁇ slot in ⁇ ⁇ the ⁇ ⁇ last ⁇ ⁇ ⁇ ⁇ ⁇ beacon ⁇ ⁇ periods 1 ⁇ if ⁇ ⁇ M i ⁇ MIN i ⁇ ⁇ and ⁇ ⁇ the ⁇ ⁇ node has ⁇ ⁇ not ⁇ ⁇ been ⁇ ⁇ allocated ⁇
- the TS(LQ i ,LR i ) term represents the number of time slots that would be allocated to node N i based on link quality and, in this example, battery level for node N i assuming an unlimited buffer size.
- the first term in the max expression serves to cover the case when the node's outbound payload memory is above an acceptable threshold MAX 403 but the channel quality is poor.
- the second term covers the case when the channel quality is good and leads the coordinator node to allocate as many slots as possible to node N i (subject to other constraints as may be applicable).
- the second term of the min expression serves to cover the ideal case (that is, when there are no constraints placed on the node and the network).
- MIN i When the amount of data in the outbound payload memory 400 is below a certain threshold MIN i , the node can be viewed as not having enough data to transmit.
- MIN i can either be determined experimentally (being application dependent) or can be set to R r .
- R r Such a condition receives one of two basic treatments in this example. Generally speaking, when this condition exists, no time slots should be allocated in order to avoid a misallocation of scarce bandwidth resources. When, however, the node has not been allocated any time slots for more than a given number of consecutive resource re-allocation periods ⁇ , the coordinator node should allocate one time slot to node N i to permit the latter to update the buffer status information that is available to the coordinator node.
- the apparatus comprises a coordinator node 101 for a wireless sensor network as described above, though other possibilities are possible.
- the coordinator node 101 comprises a processor 501 that operably couples to a memory 502 .
- Such a coordinator node 101 may also comprise a wireless transceiver 504 that operably couples to the processor 501 and by which the processor 501 can effect communications with the wireless nodes as comprise the wireless sensor network.
- a coordinator node 101 can itself further comprise, if desired, one or more sensors 503 that also operably couple to the processor 501 .
- Such components are generally well known in the art and require no further elaboration here.
- the processor 501 can comprise a dedicated purpose platform or can comprise a partially or wholly programmable platform as desired. Such architectural choices are well understood in the art.
- the memory 502 can serve, at least in part, to retain information regarding the remaining capacity of the outbound payload memories of the wireless nodes as comprise at least a portion of the aforementioned wireless network.
- the process 501 in turn, can be configured and arranged (via, for example, appropriate programming as will be well understood by those skilled in the art) to carry out one or more of the aforementioned steps, actions, and functions.
- This can comprise, in particular, configuring and arranging the processor 501 to automatically use the aforementioned information regarding the remaining capacities of the outbound payload memories of the wireless network nodes in integral combination with a bandwidth allocation management process to thereby control allocation of at least one wireless communication resource by which these wireless nodes can transmit the informational items that are contained in their outbound payload memories.
- Such an apparatus 101 may be comprised of a plurality of physically distinct elements as is suggested by the illustration shown in FIG. 5 . It is also possible, however, to view this illustration as comprising a logical view, in which case one or more of these elements can be enabled and realized via a shared platform. It will also be understood that such a shared platform may comprise a wholly or at least partially programmable platform as are known in the art.
- teachings are highly scalable and will serve in a wide variety of application settings and in conjunction with a widely varying population of wireless nodes. These teachings are also readily implemented with a variety of existing legacy systems. When implemented, these teachings serve to prompt efficient allocation of available bandwidth resources while also tending to ensure that memory resources within the network remain viable and effective with respect to serving their core application purposes.
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Abstract
Description
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- The sensors associated with a given node may have a time varying sampling period. For example, if a certain condition is triggered, the sample rate may be increased as well. After this condition concludes, the sampling rate may then reduce again to some lower rate;
- The traffic that passes through a given node that comprises a part of a routing path for other wireless nodes is often not a time-independent function. In such a case, a given node, for example, may have the capability and authority to refuse to participate in such a routing path from time to time; to note but a few examples in this regard.
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- where LQIi comprises a link quality indicator of choice to reflect the link quality of the communication channel and LRi comprises a local resource indicator of choice to reflect some local resource constraint of choice (such as, but not limited to, local expected battery reserves or remaining battery life).
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- where TNN represents the total number of nodes in the network less the coordinator node and TSbeacon represents the total number of time slots available within a given resource re-allocation period. When such a condition prevails, the number of time slots allocated to each node can be normalized if desired. One approach to effecting such normalization can be represented as follows:
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- wherein TSi 1 represents the number of slots allocated to node Ni and is otherwise calculated according to the mathematical expression set forth above.
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US11/835,221 US7978670B2 (en) | 2007-08-07 | 2007-08-07 | Method and apparatus to facilitate bandwidth allocation management in integral combination with memory capacity information |
PCT/US2008/070709 WO2009020759A1 (en) | 2007-08-07 | 2008-07-22 | Method and apparatus to facilitate bandwidth allocation management in integral combination with memory capacity information |
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US11/835,221 US7978670B2 (en) | 2007-08-07 | 2007-08-07 | Method and apparatus to facilitate bandwidth allocation management in integral combination with memory capacity information |
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US7978670B2 true US7978670B2 (en) | 2011-07-12 |
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Cited By (1)
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US20100173662A1 (en) * | 2007-06-08 | 2010-07-08 | Selex Communications S.P.A. | Method and system for the automated management of communication services on board a ship |
Families Citing this family (2)
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US8339947B2 (en) * | 2010-07-01 | 2012-12-25 | Verizon Patent And Licensing Inc. | Flow-based proactive connection admission control (CAC) in wireless networks |
US9450735B2 (en) * | 2010-11-16 | 2016-09-20 | Futurewei Technologies, Inc. | System and method for communicating over multiple communications links |
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